Solutions
AI-native systems that do the work
Custom agents, agentic workflows and knowledge assistants, our own AI-native ERP, and the data and cloud platforms underneath. Production-ready, governed and on your infrastructure.
We do not build small AI experiments; we implement production-ready intelligence. Every solution runs on our reusable agent and workflow platform, extended for your systems.
AI agents and copilots
Agents that plan multi-step work, call tools and act inside your business systems. Consequential actions wait for a named person to approve them, and every step is logged.
- LLM-powered assistants: Context-aware analytical chatbots.
- Operational copilots: AI workflows for internal teams.
- Tool-using agents: Typed actions over your systems through APIs and MCP.
- Banking & industrial AI: Integration into highly regulated environments.
Agentic workflow automation
Multi-step business processes run end to end by agents: they gather inputs, check rules, draft the output and route it for approval, with a full audit trail.
- Approvals and routing: Requests checked against policy and sent to the right approver.
- Document handling: Read, extract, check and file documents such as invoices and certificates.
- Reconciliation: Match records across systems and raise only the exceptions.
- Event-driven runs: Workflows triggered by signals from your systems or data streams.
Knowledge assistants
Assistants grounded in your documents and data through retrieval-augmented generation (RAG), so answers come from your own sources, with strict access control.
- Sovereign RAG systems: Retrieval-Augmented Generation with strict access control.
- Private vector databases: Proprietary data stays away from public LLM endpoints.
- SOP and policy assistants: Answers grounded in your procedures, for front-line teams.
- Analytical chatbots: Questions answered from your warehouse and reports.
AI-native ERP
Our own ERP, built agent-first, for steel and metals manufacturing and for medical distribution and pharmacy.
- Steel and metals ERP: Heat and batch traceability, grade checks, scrap and yield, planning, test certificates and dispatch.
- Medical and pharmacy ERP: Multi-shop inventory, batch and expiry control, purchasing and GST invoicing.
Data and cloud platforms
Architecture and scaling of cloud-native systems across AWS, GCP, and Azure. Building resilient, high-performance, and cost-efficient cloud foundations that support advanced AI workloads.
- Streaming architectures: High-throughput Kafka & Pub/Sub pipelines.
- Real-time analytics: Video analytics, industrial telemetry and anomaly detection.
- Predictive forecasting: Custom optimization for manufacturing & supply chain.
- Data warehouse design: Centralizing data in Snowflake, BigQuery, or Athena.
- ETL/ELT pipelines: Resilient data transport (Airflow, Spark, dbt).
- Cloud modernization: Migrating legacy systems to cloud-native microservices.
- Infrastructure as code: Repeatable, secure deployments utilizing Terraform.
- Secure APIs and integration: Zero-trust architectures, VPC peering and connections into existing legacy systems.
How we engage
Architecture & Strategy
Fractional CTO / Chief Architect engagements to audit legacy systems or blueprint upcoming multi-cloud data transformations.
Engineering Execution
Agile, milestone-driven execution of complex systems using our curated bench of senior freelance engineers under strict founder supervision.
Ongoing Operations (Retainers)
Continuous "AI-Ops" monitoring, schema management, and rigorous cloud cost optimization engagements.
Book an AI assessment
Tell us about one process that costs you time or money. We will show you what an agent or workflow would do with it, and what it would need from your data.